Pandas Profiling Report

Overview
Reproduction

Dataset statistics

Number of variables	10
Number of observations	99999
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.4 MiB
Average record size in memory	88.0 B

Variable types

Numeric	9
Categorical	1

Reproduction

Analysis started	2024-10-04 03:15:25.329879
Analysis finished	2024-10-04 03:15:46.280613
Duration	20.95 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

alpha
Real number (ℝ)

Distinct	99998
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	177.62865

Minimum	0.0055278279
Maximum	359.99981
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0.0055278279
5-th percentile	11.750782
Q1	127.5177
median	180.90053
Q3	233.89501
95-th percentile	348.76986
Maximum	359.99981
Range	359.99428
Interquartile range (IQR)	106.37731

Descriptive statistics

Standard deviation	96.502612
Coefficient of variation (CV)	0.54328291
Kurtosis	-0.53720514
Mean	177.62865
Median Absolute Deviation (MAD)	53.202785
Skewness	-0.028497514
Sum	17762688
Variance	9312.7541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34.74960002	2	< 0.1%
148.137883	1	< 0.1%
214.7840919	1	< 0.1%
201.7206695	1	< 0.1%
213.3839331	1	< 0.1%
214.1887838	1	< 0.1%
213.7126215	1	< 0.1%
200.1895938	1	< 0.1%
199.2768223	1	< 0.1%
200.0955782	1	< 0.1%
Other values (99988)	99988	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005527827924	1	< 0.1%
0.01095869374	1	< 0.1%
0.01168374605	1	< 0.1%
0.01333666183	1	< 0.1%
0.0229663342	1	< 0.1%
0.02425788497	1	< 0.1%
0.02461910532	1	< 0.1%
0.02571591573	1	< 0.1%
0.02720599703	1	< 0.1%
0.02893798287	1	< 0.1%

Value	Count	Frequency (%)
359.9998098	1	< 0.1%
359.9996152	1	< 0.1%
359.9990313	1	< 0.1%
359.9989651	1	< 0.1%
359.9970063	1	< 0.1%
359.9941245	1	< 0.1%
359.9936716	1	< 0.1%
359.9935681	1	< 0.1%
359.9893865	1	< 0.1%
359.9863626	1	< 0.1%

delta
Real number (ℝ)

Distinct	99998
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.135552

Minimum	-18.785328
Maximum	83.000519
Zeros	0
Zeros (%)	0.0%
Negative	12060
Negative (%)	12.1%
Memory size	1.5 MiB

Quantile statistics

Minimum	-18.785328
5-th percentile	-2.3657
Q1	5.1474766
median	23.646462
Q3	39.901582
95-th percentile	56.701131
Maximum	83.000519
Range	101.78585
Interquartile range (IQR)	34.754106

Descriptive statistics

Standard deviation	19.644608
Coefficient of variation (CV)	0.81392824
Kurtosis	-1.0430537
Mean	24.135552
Median Absolute Deviation (MAD)	17.26748
Skewness	0.17506407
Sum	2413531.1
Variance	385.91061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.6019312345	2	< 0.1%
0.9841090502	1	< 0.1%
51.01346105	1	< 0.1%
52.55626723	1	< 0.1%
51.46909077	1	< 0.1%
49.85246394	1	< 0.1%
51.26954441	1	< 0.1%
52.42180285	1	< 0.1%
52.59318628	1	< 0.1%
52.50418513	1	< 0.1%
Other values (99988)	99988	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18.78532808	1	< 0.1%
-17.63619832	1	< 0.1%
-17.61305644	1	< 0.1%
-17.57382002	1	< 0.1%
-17.46539063	1	< 0.1%
-17.45139007	1	< 0.1%
-17.4339462	1	< 0.1%
-17.36304673	1	< 0.1%
-17.28479137	1	< 0.1%
-17.22626675	1	< 0.1%

Value	Count	Frequency (%)
83.00051859	1	< 0.1%
82.94762183	1	< 0.1%
82.81603025	1	< 0.1%
82.76442096	1	< 0.1%
82.75715318	1	< 0.1%
82.65631855	1	< 0.1%
82.56750029	1	< 0.1%
82.28865698	1	< 0.1%
79.34307616	1	< 0.1%
79.28929904	1	< 0.1%

u
Real number (ℝ)

Distinct	93747
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.080679

Minimum	10.99623
Maximum	32.78139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	10.99623
5-th percentile	18.43111
Q1	20.35241
median	22.17914
Q3	23.68748
95-th percentile	25.785051
Maximum	32.78139
Range	21.78516
Interquartile range (IQR)	3.33507

Descriptive statistics

Standard deviation	2.2510684
Coefficient of variation (CV)	0.10194743
Kurtosis	-0.53903957
Mean	22.080679
Median Absolute Deviation (MAD)	1.66685
Skewness	-0.070298151
Sum	2208045.8
Variance	5.0673091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.63465	77	0.1%
24.63466	64	0.1%
24.63467	44	< 0.1%
24.63464	23	< 0.1%
24.63468	20	< 0.1%
24.63463	5	< 0.1%
21.68806	4	< 0.1%
24.63462	4	< 0.1%
24.63469	4	< 0.1%
19.95185	4	< 0.1%
Other values (93737)	99750	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.99623	1	< 0.1%
12.10168	1	< 0.1%
12.2624	1	< 0.1%
12.30349	1	< 0.1%
12.99664	1	< 0.1%
13.89799	1	< 0.1%
13.94716	1	< 0.1%
14.14713	1	< 0.1%
14.15199	1	< 0.1%
14.26381	1	< 0.1%

Value	Count	Frequency (%)
32.78139	1	< 0.1%
30.66039	1	< 0.1%
29.32565	1	< 0.1%
29.23438	1	< 0.1%
29.19901	1	< 0.1%
29.18637	1	< 0.1%
29.04068	1	< 0.1%
28.90174	1	< 0.1%
28.79676	1	< 0.1%
28.77812	1	< 0.1%

g
Real number (ℝ)

Distinct	92650
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.631583

Minimum	10.4982
Maximum	31.60224
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	10.4982
5-th percentile	17.072964
Q1	18.96524
median	21.09993
Q3	22.123775
95-th percentile	23.408264
Maximum	31.60224
Range	21.10404
Interquartile range (IQR)	3.158535

Descriptive statistics

Standard deviation	2.0373841
Coefficient of variation (CV)	0.098750738
Kurtosis	-0.37072148
Mean	20.631583
Median Absolute Deviation (MAD)	1.33242
Skewness	-0.42803726
Sum	2063137.7
Variance	4.1509338
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.11439	9	< 0.1%
25.11438	9	< 0.1%
25.11437	8	< 0.1%
21.65138	4	< 0.1%
21.94795	4	< 0.1%
21.80667	4	< 0.1%
21.76406	4	< 0.1%
22.41741	4	< 0.1%
22.03644	4	< 0.1%
22.19291	4	< 0.1%
Other values (92640)	99945	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.4982	1	< 0.1%
10.51139	1	< 0.1%
10.6718	1	< 0.1%
10.73097	1	< 0.1%
11.33897	1	< 0.1%
11.39234	1	< 0.1%
11.47435	1	< 0.1%
11.74518	1	< 0.1%
11.79892	1	< 0.1%
12.03599	1	< 0.1%

Value	Count	Frequency (%)
31.60224	1	< 0.1%
30.607	1	< 0.1%
29.86258	1	< 0.1%
28.9032	1	< 0.1%
28.2066	1	< 0.1%
27.89482	1	< 0.1%
27.53211	1	< 0.1%
27.41465	1	< 0.1%
27.38851	1	< 0.1%
27.34772	1	< 0.1%

r
Real number (ℝ)

Distinct	91900
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.645777

Minimum	9.82207
Maximum	29.57186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	9.82207
5-th percentile	16.393042
Q1	18.135795
median	20.12531
Q3	21.04479
95-th percentile	22.070259
Maximum	29.57186
Range	19.74979
Interquartile range (IQR)	2.908995

Descriptive statistics

Standard deviation	1.8547631
Coefficient of variation (CV)	0.094410268
Kurtosis	-0.37613822
Mean	19.645777
Median Absolute Deviation (MAD)	1.24741
Skewness	-0.5078796
Sum	1964558
Variance	3.440146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.80203	21	< 0.1%
24.80202	15	< 0.1%
24.80204	7	< 0.1%
20.72245	6	< 0.1%
20.76527	5	< 0.1%
20.74657	5	< 0.1%
20.5444	4	< 0.1%
20.78255	4	< 0.1%
20.6552	4	< 0.1%
20.24885	4	< 0.1%
Other values (91890)	99924	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.82207	1	< 0.1%
10.06854	1	< 0.1%
10.11604	1	< 0.1%
10.1946	1	< 0.1%
10.80343	1	< 0.1%
10.86379	1	< 0.1%
10.98255	1	< 0.1%
11.09069	1	< 0.1%
11.35229	1	< 0.1%
11.64166	1	< 0.1%

Value	Count	Frequency (%)
29.57186	1	< 0.1%
29.37411	1	< 0.1%
27.62688	1	< 0.1%
27.59332	1	< 0.1%
27.39709	1	< 0.1%
27.33476	1	< 0.1%
27.30005	1	< 0.1%
27.07122	1	< 0.1%
27.06348	1	< 0.1%
26.79265	1	< 0.1%

i
Real number (ℝ)

Distinct	92018
Distinct (%)	92.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.084865

Minimum	9.469903
Maximum	32.14147
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	9.469903
5-th percentile	16.043817
Q1	17.73228
median	19.40515
Q3	20.39651
95-th percentile	21.607625
Maximum	32.14147
Range	22.671567
Interquartile range (IQR)	2.66423

Descriptive statistics

Standard deviation	1.7579003
Coefficient of variation (CV)	0.092109656
Kurtosis	-0.23484324
Mean	19.084865
Median Absolute Deviation (MAD)	1.21872
Skewness	-0.40418294
Sum	1908467.4
Variance	3.0902136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.3618	6	< 0.1%
24.36181	6	< 0.1%
18.63308	5	< 0.1%
19.70201	4	< 0.1%
19.62323	4	< 0.1%
20.35125	4	< 0.1%
19.79566	4	< 0.1%
19.73572	4	< 0.1%
20.19353	4	< 0.1%
20.46932	4	< 0.1%
Other values (92008)	99954	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.469903	1	< 0.1%
10.00865	1	< 0.1%
10.05509	1	< 0.1%
10.56647	1	< 0.1%
10.87374	1	< 0.1%
10.95665	1	< 0.1%
11.26394	1	< 0.1%
11.29956	1	< 0.1%
11.31937	1	< 0.1%
11.51527	1	< 0.1%

Value	Count	Frequency (%)
32.14147	1	< 0.1%
30.25009	1	< 0.1%
30.16359	1	< 0.1%
30.1546	1	< 0.1%
29.88921	1	< 0.1%
29.85405	1	< 0.1%
27.5034	1	< 0.1%
27.18834	1	< 0.1%
26.89399	1	< 0.1%
26.30939	1	< 0.1%

z
Real number (ℝ)

Distinct	92006
Distinct (%)	92.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.768988

Minimum	9.612333
Maximum	29.38374
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	9.612333
5-th percentile	15.778304
Q1	17.46083
median	19.0046
Q3	19.92112
95-th percentile	21.462773
Maximum	29.38374
Range	19.771407
Interquartile range (IQR)	2.46029

Descriptive statistics

Standard deviation	1.7659819
Coefficient of variation (CV)	0.094090415
Kurtosis	-0.21000299
Mean	18.768988
Median Absolute Deviation (MAD)	1.17159
Skewness	-0.25682184
Sum	1876880
Variance	3.118692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.8269	58	0.1%
22.82691	25	< 0.1%
22.82689	25	< 0.1%
22.82692	12	< 0.1%
19.8066	4	< 0.1%
19.65385	4	< 0.1%
19.54947	4	< 0.1%
19.50648	4	< 0.1%
19.9115	4	< 0.1%
18.89468	4	< 0.1%
Other values (91996)	99855	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.612333	1	< 0.1%
10.22551	1	< 0.1%
10.44131	1	< 0.1%
10.65056	1	< 0.1%
10.77889	1	< 0.1%
10.89738	1	< 0.1%
10.91847	1	< 0.1%
11.19448	1	< 0.1%
11.30247	1	< 0.1%
11.41484	1	< 0.1%

Value	Count	Frequency (%)
29.38374	1	< 0.1%
28.79055	1	< 0.1%
28.23829	1	< 0.1%
27.80519	1	< 0.1%
27.67336	1	< 0.1%
26.59268	1	< 0.1%
26.42779	1	< 0.1%
26.2969	1	< 0.1%
26.13011	1	< 0.1%
26.0935	1	< 0.1%

redshift
Real number (ℝ)

Distinct	99294
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57666657

Minimum	-0.009970667
Maximum	7.011245
Zeros	412
Zeros (%)	0.4%
Negative	13724
Negative (%)	13.7%
Memory size	1.5 MiB

Quantile statistics

Minimum	-0.009970667
5-th percentile	-0.00032606178
Q1	0.054521695
median	0.4241756
Q3	0.70417205
95-th percentile	2.1877356
Maximum	7.011245
Range	7.0212157
Interquartile range (IQR)	0.64965035

Descriptive statistics

Standard deviation	0.73070865
Coefficient of variation (CV)	1.267125
Kurtosis	9.9728638
Mean	0.57666657
Median Absolute Deviation (MAD)	0.34490863
Skewness	2.5235985
Sum	57666.08
Variance	0.53393514
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	412	0.4%
7.011245	6	< 0.1%
0.004153254	4	< 0.1%
-0.004136076	3	< 0.1%
0.004153253	3	< 0.1%
0.6291372	3	< 0.1%
0.5471081	2	< 0.1%
1.272941	2	< 0.1%
0.1302064	2	< 0.1%
0.1761182	2	< 0.1%
Other values (99284)	99560	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.009970667	1	< 0.1%
-0.007351653	1	< 0.1%
-0.006863183	1	< 0.1%
-0.006055369	1	< 0.1%
-0.005675106	1	< 0.1%
-0.004712832	1	< 0.1%
-0.004254519	1	< 0.1%
-0.004136078	1	< 0.1%
-0.004136076	3	< 0.1%
-0.004020985	1	< 0.1%

Value	Count	Frequency (%)
7.011245	6	< 0.1%
7.011103	1	< 0.1%
7.010295	1	< 0.1%
7.010272	1	< 0.1%
7.010263	1	< 0.1%
7.009989	1	< 0.1%
7.0094	1	< 0.1%
7.008322	1	< 0.1%
7.007396	1	< 0.1%
7.00387	2	< 0.1%

MJD
Real number (ℝ)

Distinct	2180
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55588.654

Minimum	51608
Maximum	58932
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	51608
5-th percentile	52336.9
Q1	54234
median	55869
Q3	56777
95-th percentile	58201
Maximum	58932
Range	7324
Interquartile range (IQR)	2543

Descriptive statistics

Standard deviation	1808.4922
Coefficient of variation (CV)	0.032533478
Kurtosis	-0.7731643
Mean	55588.654
Median Absolute Deviation (MAD)	1257
Skewness	-0.3818618
Sum	5.5588098 × 10⁹
Variance	3270644.1
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56625	249	0.2%
58162	228	0.2%
56658	217	0.2%
56390	216	0.2%
56385	201	0.2%
57574	200	0.2%
58428	193	0.2%
56074	190	0.2%
56722	188	0.2%
55863	186	0.2%
Other values (2170)	97931	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
51608	12	< 0.1%
51609	7	< 0.1%
51613	4	< 0.1%
51615	4	< 0.1%
51630	14	< 0.1%
51633	1	< 0.1%
51637	6	< 0.1%
51658	2	< 0.1%
51662	7	< 0.1%
51663	11	< 0.1%

Value	Count	Frequency (%)
58932	61	0.1%
58931	8	< 0.1%
58930	31	< 0.1%
58928	39	< 0.1%
58895	2	< 0.1%
58543	36	< 0.1%
58526	36	< 0.1%
58523	36	< 0.1%
58522	40	< 0.1%
58515	39	< 0.1%

class
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

GALAXY	59445
STAR	21593
QSO	18961

Length

Max length	6
Median length	6
Mean length	4.9993
Min length	3

Characters and Unicode

Total characters	499925
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GALAXY
2nd row	GALAXY
3rd row	GALAXY
4th row	QSO
5th row	GALAXY

Common Values

Value	Count	Frequency (%)
GALAXY	59445	59.4%
STAR	21593	21.6%
QSO	18961	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
galaxy	59445	59.4%
star	21593	21.6%
qso	18961	19.0%

Most occurring characters

Value	Count	Frequency (%)
A	140483	28.1%
G	59445	11.9%
L	59445	11.9%
X	59445	11.9%
Y	59445	11.9%
S	40554	8.1%
T	21593	4.3%
R	21593	4.3%
Q	18961	3.8%
O	18961	3.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	499925	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	140483	28.1%
G	59445	11.9%
L	59445	11.9%
X	59445	11.9%
Y	59445	11.9%
S	40554	8.1%
T	21593	4.3%
R	21593	4.3%
Q	18961	3.8%
O	18961	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	499925	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	140483	28.1%
G	59445	11.9%
L	59445	11.9%
X	59445	11.9%
Y	59445	11.9%
S	40554	8.1%
T	21593	4.3%
R	21593	4.3%
Q	18961	3.8%
O	18961	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	499925	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	140483	28.1%
G	59445	11.9%
L	59445	11.9%
X	59445	11.9%
Y	59445	11.9%
S	40554	8.1%
T	21593	4.3%
R	21593	4.3%
Q	18961	3.8%
O	18961	3.8%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	alpha	delta	u	g	r	i	z	redshift	MJD	class
df_index
5390	148.137883	0.984109	17.94048	15.85076	14.92413	14.48684	14.15116	0.046764	51608	GALAXY
12866	147.366840	0.968375	20.57743	18.60067	17.79560	17.34576	17.05482	0.102337	51608	GALAXY
25727	148.753530	-0.596168	22.90627	21.35220	19.53974	18.70143	18.19042	0.468987	51608	GALAXY
25846	148.428864	-0.863283	18.93689	19.07687	18.73114	18.69877	18.70723	1.301314	51608	QSO
37304	147.165549	-0.891313	21.21101	18.92085	17.65245	17.14530	16.75657	0.167423	51608	GALAXY
41782	147.082750	-1.215647	22.89167	19.83910	18.35078	17.72533	17.37808	0.000119	51608	STAR
60850	149.032392	0.288143	19.69001	18.45888	17.75000	17.33397	17.07845	0.126991	51608	GALAXY
62175	149.184901	0.242107	19.96493	18.18508	17.27958	16.87634	16.57329	0.086801	51608	GALAXY
64380	147.905371	0.412109	19.64714	18.28406	17.62482	17.22549	16.91500	0.093513	51608	GALAXY
70556	148.401162	1.012705	20.12780	18.40786	17.59170	17.16464	16.88550	0.098459	51608	GALAXY

	alpha	delta	u	g	r	i	z	redshift	MJD	class
df_index
75109	131.003499	0.959788	21.91178	21.25733	20.99123	20.70662	20.23465	0.749092	58932	QSO
76131	131.165245	0.986904	23.83599	23.26778	21.48536	20.71931	20.22399	0.670478	58932	GALAXY
76466	131.219236	0.970168	24.36810	22.34933	21.05594	20.53786	20.25671	0.508638	58932	GALAXY
81625	131.056936	-1.468829	20.32929	20.11706	20.13314	20.17008	20.18296	0.004153	58932	STAR
82395	130.707355	-1.532370	19.60121	17.90267	17.26634	17.03364	16.89209	0.000357	58932	STAR
82606	130.690218	-1.705059	21.64154	21.16591	20.55326	20.41712	19.90097	0.366858	58932	QSO
82607	130.919840	-1.387249	20.25145	20.22943	20.09764	20.12556	20.02244	1.337994	58932	QSO
89144	130.701162	-1.604439	20.51494	20.57291	20.18065	20.14281	20.12981	1.240260	58932	QSO
89434	130.595342	1.661665	24.15478	22.26756	20.68476	19.92818	19.55938	0.417594	58932	GALAXY
92417	131.012643	0.919072	22.88914	24.02377	22.80784	21.61491	21.19957	0.749264	58932	GALAXY

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Missing values

Sample